Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "73" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 114 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 112 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459934 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.279223 | 0.684230 | -0.496509 | 1.679846 | 0.609381 | 4.779066 | -0.121959 | -0.199660 | 0.6951 | 0.6909 | 0.3845 | nan | nan |
| 2459932 | RF_maintenance | 100.00% | - | - | - | - | - | -1.444729 | 1.126027 | -0.268299 | 1.998094 | 1.623918 | 9.270876 | 2.069201 | 3.060332 | nan | nan | nan | nan | nan |
| 2459929 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.285138 | 0.263363 | -1.484074 | 1.762478 | -0.917251 | 1.799246 | -1.357579 | 1.737066 | 0.7959 | 0.7945 | 0.1985 | nan | nan |
| 2459928 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.816294 | 1.093957 | -1.636268 | 1.073139 | 0.361054 | -0.030178 | -0.641157 | -0.405818 | 0.6694 | 0.6664 | 0.3890 | nan | nan |
| 2459927 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.246685 | 1.483579 | -0.972192 | 1.664742 | 0.267065 | 5.553083 | -0.686467 | 0.419958 | 0.6236 | 0.6138 | 0.3290 | nan | nan |
| 2459926 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.898048 | 1.725357 | -1.805686 | 0.950633 | -0.610778 | 1.311343 | -1.153622 | 1.232926 | 0.7986 | 0.8122 | 0.2005 | nan | nan |
| 2459925 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.568702 | -0.529260 | -1.788558 | 1.264348 | -0.086738 | 1.369379 | -2.151401 | 0.775955 | 0.7801 | 0.7678 | 0.2252 | nan | nan |
| 2459924 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.257405 | 1.172952 | -1.819502 | 1.504934 | -0.211786 | 2.237128 | -0.022684 | 1.188838 | 0.6961 | 0.6974 | 0.3679 | nan | nan |
| 2459923 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.247694 | 1.241465 | -1.657146 | 1.262884 | -0.122116 | 0.948009 | -1.726458 | 1.344127 | 0.7379 | 0.7389 | 0.3349 | nan | nan |
| 2459922 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.127210 | 1.003915 | -0.830290 | 0.726113 | 0.255763 | 1.233297 | -0.675564 | -0.453185 | 0.6872 | 0.6951 | 0.3946 | nan | nan |
| 2459921 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459920 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.183641 | 1.060921 | -1.023700 | 1.184774 | 0.148887 | 0.847141 | -0.208579 | 0.211450 | 0.6734 | 0.6761 | 0.4247 | nan | nan |
| 2459919 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 214.125205 | 214.609090 | inf | inf | 3936.675770 | 3917.019591 | 8929.813127 | 8822.648661 | nan | nan | nan | nan | nan |
| 2459918 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.339547 | 1.301112 | -0.646309 | 1.281428 | 0.695221 | 1.928292 | 0.208429 | 0.675935 | 0.6996 | 0.6989 | 0.3884 | nan | nan |
| 2459917 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.915281 | 1.137547 | -1.167461 | 1.291281 | 0.414387 | 3.885439 | -0.376622 | -0.522607 | 0.7292 | 0.7286 | 0.4504 | nan | nan |
| 2459916 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.118810 | 1.003618 | -0.930730 | 1.646872 | -0.199031 | 4.545285 | -0.375422 | 0.041843 | 0.6951 | 0.6957 | 0.3942 | nan | nan |
| 2459915 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.060895 | 1.265467 | -1.055081 | 1.204813 | 0.854858 | -0.007874 | -0.586677 | 0.536583 | 0.7337 | 0.7311 | 0.3534 | nan | nan |
| 2459914 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.184687 | 1.159562 | -1.095946 | 1.311321 | 0.571046 | 0.652209 | -1.688488 | 0.833960 | 0.7503 | 0.7543 | 0.2998 | nan | nan |
| 2459913 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.940651 | 1.188192 | -1.014528 | 1.010382 | 1.197034 | 0.188824 | -1.018712 | 0.027797 | 0.7160 | 0.7029 | 0.3942 | nan | nan |
| 2459912 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.862326 | 1.014450 | -1.107294 | 1.172522 | 0.311011 | 0.956634 | 0.287269 | 0.754467 | 0.6944 | 0.6971 | 0.3957 | nan | nan |
| 2459911 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.257465 | 0.695974 | -0.949644 | 1.462131 | 0.144565 | 3.230687 | 0.515260 | 0.604270 | 0.6904 | 0.6933 | 0.3995 | nan | nan |
| 2459910 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.186030 | 0.718424 | -0.961060 | 1.649119 | 0.422384 | 6.712935 | 0.144533 | 0.128707 | 0.6937 | 0.6943 | 0.3972 | nan | nan |
| 2459909 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.129078 | 0.912182 | -1.146298 | 1.708199 | 0.451315 | 4.706127 | -0.444373 | -0.345518 | 0.6920 | 0.6926 | 0.3970 | nan | nan |
| 2459908 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.297724 | 0.856895 | -0.951885 | 1.923390 | -0.120463 | 4.966887 | -0.320232 | 0.057309 | 0.6997 | 0.6995 | 0.3965 | nan | nan |
| 2459907 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.329692 | 0.820469 | -0.999865 | 1.899136 | 0.438269 | 9.025734 | 0.927670 | 1.646085 | 0.6970 | 0.6971 | 0.3920 | nan | nan |
| 2459906 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.238854 | 0.569242 | -0.680914 | 1.703187 | 0.639705 | 7.160329 | -0.494675 | 0.246924 | 0.6878 | 0.6915 | 0.3946 | nan | nan |
| 2459905 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -1.095699 | 0.987647 | -0.921081 | 1.337506 | -0.436699 | 6.559991 | -0.330323 | -0.307128 | 0.0564 | 0.0606 | 0.0076 | nan | nan |
| 2459904 | RF_maintenance | 100.00% | 91.14% | 91.14% | 0.00% | - | - | -1.068478 | 0.546937 | -0.686839 | 1.911843 | 0.332748 | 7.036317 | -0.002919 | 1.047334 | 0.1183 | 0.1193 | 0.0355 | nan | nan |
| 2459903 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.201667 | 0.298406 | -0.831017 | 2.554985 | 0.148687 | 9.416997 | -0.161561 | 0.481701 | 0.6895 | 0.6874 | 0.3896 | nan | nan |
| 2459902 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.203021 | 0.932732 | -0.764909 | 1.921594 | 0.052232 | 7.613479 | -0.454835 | -0.327044 | 0.6964 | 0.6923 | 0.3817 | nan | nan |
| 2459901 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.328465 | 0.857611 | -1.107810 | 1.854260 | 0.457648 | 10.410195 | -0.151243 | 0.279770 | 0.6826 | 0.6788 | 0.4129 | nan | nan |
| 2459900 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.291972 | 1.033956 | -1.123328 | 1.751755 | 1.019431 | 10.898142 | -0.725715 | 0.201913 | 0.6485 | 0.6558 | 0.3330 | nan | nan |
| 2459898 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.090330 | 0.288830 | -1.019121 | 2.163195 | 0.395897 | 15.225572 | 1.492916 | 3.106709 | 0.6969 | 0.6911 | 0.3893 | nan | nan |
| 2459897 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -1.052226 | 0.398642 | -0.670373 | 2.126260 | -0.160903 | 9.487658 | -0.303906 | 0.352249 | 0.0566 | 0.0582 | 0.0087 | nan | nan |
| 2459896 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -1.204953 | 0.493232 | -0.751257 | 2.373189 | -1.372642 | 15.496834 | -0.371898 | -0.069252 | 0.0558 | 0.0568 | 0.0084 | nan | nan |
| 2459895 | RF_maintenance | 0.00% | 7.62% | 5.03% | 0.00% | - | - | -1.124750 | 0.989171 | -1.049871 | 1.424187 | -1.274173 | 3.805956 | -2.099002 | 1.888886 | 0.6774 | 0.6841 | 0.2401 | nan | nan |
| 2459894 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.061991 | 0.845278 | -0.822876 | 1.218518 | 0.447580 | 4.089514 | 0.777941 | 0.838275 | 0.7105 | 0.7026 | 0.3706 | nan | nan |
| 2459893 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.232604 | 0.615075 | -0.940889 | 2.169498 | -0.289172 | 12.244410 | -0.564572 | 0.133617 | 0.7086 | 0.6979 | 0.3786 | nan | nan |
| 2459892 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.274031 | 0.522052 | -1.026729 | 2.389905 | -0.372934 | 13.662737 | 0.190549 | 0.928342 | 0.7071 | 0.7023 | 0.3751 | nan | nan |
| 2459891 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.098556 | 0.577034 | -0.761051 | 1.755226 | -0.498781 | 11.208349 | 0.219015 | 1.232041 | 0.7012 | 0.6981 | 0.3804 | nan | nan |
| 2459890 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.130933 | 0.816059 | -1.307875 | 1.269635 | -0.301232 | -0.822683 | -0.681165 | -0.729295 | 0.7041 | 0.6980 | 0.3801 | nan | nan |
| 2459889 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.155500 | 0.796275 | -0.835752 | 1.240573 | -0.317036 | 6.167218 | 0.841564 | 1.310957 | 0.7114 | 0.7012 | 0.3749 | nan | nan |
| 2459888 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.922266 | 0.532678 | -0.978826 | 1.615342 | -1.117060 | 6.102538 | -0.960876 | 0.334452 | 0.7251 | 0.7206 | 0.3647 | nan | nan |
| 2459887 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.330496 | -1.084760 | 2.762936 | 7.198794 | 1.338530 | 1.374474 | -2.257814 | -0.315040 | 0.7024 | 0.6501 | 0.3927 | nan | nan |
| 2459886 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.003079 | -1.803714 | 2.951157 | 6.293319 | 2.257804 | 2.175928 | 1.287683 | 5.489052 | 0.7680 | 0.7272 | 0.3320 | nan | nan |
| 2459885 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 17.396348 | 19.263610 | 60.858208 | 61.767862 | 14.327354 | 19.488757 | 18.495783 | 12.595709 | 0.0272 | 0.0272 | 0.0013 | nan | nan |
| 2459884 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.445395 | 10.865153 | 11.419932 | 11.900114 | 7.945950 | 9.814532 | 2.860244 | 0.710251 | 0.0270 | 0.0272 | 0.0012 | nan | nan |
| 2459883 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 13.585669 | 15.480005 | 55.095680 | 55.728057 | 7.984945 | 10.792965 | 11.407060 | 6.660789 | 0.0269 | 0.0269 | 0.0013 | nan | nan |
| 2459882 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 22.668041 | 25.206673 | 61.294228 | 62.546419 | 11.214655 | 15.188584 | 4.043053 | 1.439558 | 0.0272 | 0.0275 | 0.0013 | nan | nan |
| 2459881 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.819460 | 14.390342 | 70.098639 | 71.214547 | 22.083871 | 30.481617 | 12.385956 | 15.615989 | 0.0270 | 0.0270 | 0.0013 | nan | nan |
| 2459880 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.513260 | 17.434641 | 58.082459 | 58.544125 | 6.837621 | 9.208891 | 3.772861 | 1.027677 | 0.0270 | 0.0271 | 0.0012 | nan | nan |
| 2459879 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 7.831773 | 9.104121 | 10.238370 | 10.673326 | 1.539012 | 1.999154 | 5.608237 | 3.272863 | 0.0270 | 0.0268 | 0.0013 | nan | nan |
| 2459878 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 309.204990 | 309.317833 | inf | inf | 9078.857147 | 9082.375148 | 32623.829138 | 32646.850959 | nan | nan | nan | nan | nan |
| 2459876 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.064013 | 17.773781 | 50.589740 | 51.963693 | 29.818188 | 44.022826 | 9.271701 | 4.347353 | 0.0274 | 0.0274 | 0.0013 | nan | nan |
| 2459875 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.705059 | 18.845041 | 66.202662 | 67.408354 | 13.235053 | 20.604850 | 4.938332 | 7.976935 | 0.0272 | 0.0272 | 0.0012 | nan | nan |
| 2459874 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 23.726932 | 26.570088 | 34.530138 | 35.462949 | 18.089874 | 27.428009 | 6.998560 | 2.659738 | 0.0271 | 0.0272 | 0.0013 | nan | nan |
| 2459873 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 17.733272 | 19.811927 | 44.585620 | 45.738241 | 7.359604 | 11.184575 | 3.406107 | 1.113717 | 0.0275 | 0.0277 | 0.0013 | nan | nan |
| 2459872 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.502857 | 17.607630 | 57.150700 | 58.669871 | 20.141560 | 31.450948 | 4.463765 | 1.276676 | 0.0269 | 0.0268 | 0.0012 | nan | nan |
| 2459871 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.412259 | 14.367358 | 61.696005 | 62.740455 | 18.104951 | 26.015506 | 2.827022 | 0.566906 | 0.0270 | 0.0269 | 0.0013 | nan | nan |
| 2459870 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 21.172230 | 23.962869 | 46.517268 | 47.447535 | 10.687776 | 17.934227 | 8.852624 | 4.490151 | 0.0271 | 0.0267 | 0.0013 | nan | nan |
| 2459869 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 17.895244 | 19.248063 | 46.510286 | 47.166293 | 15.724823 | 22.929247 | 7.317139 | 4.517667 | 0.0271 | 0.0271 | 0.0012 | nan | nan |
| 2459868 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459867 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 13.348176 | 15.774404 | 55.190877 | 56.430255 | 5.722277 | 9.876462 | 4.706161 | 1.202936 | 0.0271 | 0.0273 | 0.0012 | nan | nan |
| 2459866 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.487626 | 18.026174 | 52.022809 | 53.390171 | 6.380871 | 11.078601 | 3.524969 | 1.573267 | 0.0272 | 0.0272 | 0.0012 | nan | nan |
| 2459865 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.750460 | 20.133962 | 63.025956 | 64.916240 | 15.569656 | 23.954742 | 15.964103 | 12.179502 | 0.0268 | 0.0266 | 0.0012 | nan | nan |
| 2459864 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 20.692450 | 24.817628 | 25.191727 | 26.492446 | 8.151268 | 13.351934 | 7.666796 | 3.244056 | 0.0267 | 0.0266 | 0.0011 | nan | nan |
| 2459863 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.288919 | 14.868106 | 7.966509 | 8.553035 | 2.944117 | 5.061831 | 3.599709 | 0.901005 | 0.0269 | 0.0268 | 0.0012 | nan | nan |
| 2459862 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.155439 | 15.123460 | 28.797450 | 30.453343 | 12.576776 | 19.014903 | 2.904019 | 0.925755 | 0.0272 | 0.0272 | 0.0012 | nan | nan |
| 2459861 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.390223 | 11.164705 | 8.062492 | 8.812317 | 2.512683 | 3.215218 | 3.019610 | 0.664727 | 0.0266 | 0.0267 | 0.0012 | nan | nan |
| 2459860 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 10.371434 | 12.350774 | 24.245507 | 25.506484 | 14.569804 | 21.613045 | 2.936830 | 0.693692 | 0.0267 | 0.0266 | 0.0012 | nan | nan |
| 2459859 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 8.530120 | 10.450366 | 8.738164 | 9.489984 | 2.170686 | 2.771399 | 1.678141 | 0.231860 | 0.0268 | 0.0269 | 0.0012 | nan | nan |
| 2459858 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.267143 | 11.129677 | 9.036396 | 9.722874 | 2.199134 | 2.821653 | 3.176917 | 0.760941 | 0.0266 | 0.0267 | 0.0005 | 1.129246 | 1.127130 |
| 2459857 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 7.406743 | 7.133877 | 1.261936 | 1.144035 | 3.523097 | 1.855500 | 9.188950 | 2.925000 | 0.0240 | 0.0239 | 0.0004 | nan | nan |
| 2459856 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.929489 | 17.031987 | 22.838314 | 23.928424 | 6.592675 | 12.070855 | 5.656922 | 3.217993 | 0.0270 | 0.0270 | 0.0005 | 1.144061 | 1.141007 |
| 2459855 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.586180 | 16.717742 | 23.806969 | 24.695582 | 2.844513 | 4.249554 | 1.883896 | 0.148590 | 0.0266 | 0.0269 | 0.0005 | 1.138548 | 1.134553 |
| 2459854 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.619708 | 15.030595 | 18.251178 | 18.843178 | 3.962978 | 4.268928 | 4.644766 | 2.592386 | 0.0267 | 0.0269 | 0.0005 | 1.143574 | 1.140450 |
| 2459853 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.304192 | 14.953970 | 24.789659 | 26.169757 | 6.826879 | 10.792674 | 4.896368 | 1.925465 | 0.0269 | 0.0267 | 0.0004 | 1.146220 | 1.141166 |
| 2459852 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.497565 | 15.328130 | 25.413281 | 27.269700 | 15.444994 | 19.798294 | 16.865067 | 16.448382 | 0.0268 | 0.0266 | 0.0004 | 1.138615 | 1.136615 |
| 2459851 | digital_ok | 100.00% | 100.00% | 10.31% | 0.00% | 100.00% | 0.00% | 9.586081 | 9.623261 | 26.236153 | 2.978870 | 21.472529 | 67.395180 | 14.625611 | 1.946302 | 0.0447 | 0.6479 | 0.4669 | 0.983044 | 2.958292 |
| 2459850 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.672926 | 1.414638 | 22.703634 | -0.132104 | 10.277233 | 1.269566 | 8.277679 | 0.055245 | 0.0273 | 0.0550 | 0.0239 | 1.144955 | 1.170888 |
| 2459849 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.582027 | 1.437009 | 45.919340 | -0.473176 | 7.049837 | 1.297637 | 5.646286 | 0.152892 | 0.0273 | 0.0593 | 0.0254 | 1.150353 | 1.180298 |
| 2459848 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.398446 | 1.693036 | 29.385857 | -0.946842 | 14.319395 | 0.864711 | 4.105120 | -0.631002 | 0.0271 | 0.0600 | 0.0252 | 1.159145 | 1.186780 |
| 2459847 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.402971 | 1.115625 | 27.380734 | -0.702825 | 22.114394 | -0.563236 | 1.881498 | 0.618428 | 0.0262 | 0.0549 | 0.0191 | 1.168797 | 1.195299 |
| 2459846 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.030311 | -1.035895 | 33.364030 | -0.539875 | 21.448598 | 0.380253 | 5.623196 | -0.115973 | 0.0275 | 0.0612 | 0.0256 | 1.188424 | 1.214198 |
| 2459845 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.726110 | 2.221477 | 38.997963 | -0.257497 | 10.134117 | 2.579899 | 3.091900 | 2.811094 | 0.0504 | 0.7508 | 0.5906 | 1.090277 | 25.381838 |
| 2459844 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.567953 | 0.846542 | 4.957166 | -0.218120 | 3.618700 | 1.052709 | 12.533094 | 1.597940 | 0.0239 | 0.0243 | 0.0005 | nan | nan |
| 2459843 | digital_ok | 100.00% | 100.00% | 0.66% | 0.00% | 100.00% | 0.00% | 16.007778 | 2.248079 | 18.782401 | -1.061603 | 64.594094 | 0.184444 | 0.603028 | 0.995822 | 0.0356 | 0.7485 | 0.5404 | 1.233459 | 3.438533 |
| 2459840 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 3.610704 | 3.074700 | -1.083308 | -1.316501 | 1.232822 | 1.675584 | 1.199968 | 0.737452 | 0.0232 | 0.0239 | 0.0010 | nan | nan |
| 2459839 | digital_ok | 0.00% | - | - | - | - | - | 0.294263 | 0.219327 | -0.723446 | -0.654885 | -0.534830 | -0.851238 | 1.157775 | 0.748276 | nan | nan | nan | nan | nan |
| 2459838 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.593429 | 1.587315 | 21.959191 | -0.878938 | 19.574674 | 0.398915 | 0.580705 | -0.074561 | 0.0373 | 0.6886 | 0.3818 | 0.000000 | 0.000000 |
| 2459836 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0315 | 0.0348 | 0.0027 | nan | nan |
| 2459835 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.424388 | -0.925550 | 2.173977 | -0.880037 | 0.591320 | 2.207272 | 1.557881 | 6.285234 | 0.0330 | 0.0364 | 0.0021 | nan | nan |
| 2459833 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 6.466209 | 0.137042 | 2.635838 | 0.333032 | 7.186896 | 11.768199 | 3.609207 | 2.358771 | 0.0256 | 0.0275 | 0.0036 | nan | nan |
| 2459832 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 29.718369 | -0.594454 | 24.653983 | 0.296471 | 13.593285 | 0.590908 | 1.313026 | 0.896144 | 0.0342 | 0.5270 | 0.3302 | 1.192571 | 2.751203 |
| 2459831 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.120856 | -0.225008 | -0.229677 | -0.136401 | 0.739007 | 2.479249 | 1.012555 | 0.703970 | 0.0257 | 0.0335 | 0.0029 | nan | nan |
| 2459830 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 30.055037 | -0.024816 | 35.214341 | 0.987785 | 39.730666 | -0.218043 | 3.499208 | 0.861380 | 0.0317 | 0.5162 | 0.2804 | 1.177536 | 2.819479 |
| 2459829 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 26.813804 | 1.441966 | 28.680898 | 0.250282 | 28.597988 | 15.644194 | 4.525425 | 3.182383 | 0.0346 | 0.6423 | 0.3698 | 0.000000 | 0.000000 |
| 2459828 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 25.486553 | 0.308492 | 30.939032 | 3.305048 | 36.565384 | 2.291144 | 9.012941 | -1.773532 | 0.0369 | 0.5479 | 0.3037 | 1.124267 | 3.976304 |
| 2459827 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 22.139982 | 0.336987 | 34.735896 | 5.214357 | 24.525605 | 1.635140 | 0.204597 | -0.107667 | 0.0352 | 0.6611 | 0.3426 | 1.209018 | 4.822102 |
| 2459826 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 24.062087 | -0.150438 | 39.048206 | 3.721807 | 48.821368 | 2.471402 | 5.377118 | -0.294839 | 0.0357 | 0.5809 | 0.2859 | 0.000000 | 0.000000 |
| 2459825 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 26.482550 | -0.406859 | 31.070433 | 1.734249 | 27.549250 | 0.535219 | 0.008725 | -0.439043 | 0.0346 | 0.5775 | 0.2374 | 1.322048 | 4.408842 |
| 2459824 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.487537 | 1.596627 | 24.703633 | 2.257002 | 10.648017 | -0.290968 | 1.400649 | -0.094360 | 0.0344 | 0.7090 | 0.2992 | 1.241069 | 9.654327 |
| 2459823 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 25.179339 | 0.478329 | 46.463214 | 2.124980 | 34.197772 | 0.255078 | 25.600294 | 0.139449 | 0.0332 | 0.6185 | 0.2762 | -0.000000 | -0.000000 |
| 2459822 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 24.452221 | 0.281384 | 42.578167 | 2.451166 | 30.794583 | 0.993050 | 0.687979 | -0.861425 | 0.0329 | 0.6070 | 0.2575 | 1.205376 | 3.293573 |
| 2459821 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 27.290621 | 0.228633 | 43.572254 | 2.940935 | 26.205350 | 0.767154 | -1.257721 | -0.039447 | 0.0324 | 0.6390 | 0.3141 | 1.191407 | 3.171066 |
| 2459820 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 21.569247 | -0.029863 | 34.830515 | 2.918230 | 66.185640 | 2.085101 | 2.788263 | 0.059962 | 0.0434 | 0.6949 | 0.3643 | 1.225085 | 3.808817 |
| 2459817 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 24.275565 | 0.013344 | 42.317071 | 1.017455 | 36.206731 | 0.859834 | 1.014506 | -0.669551 | 0.0376 | 0.6919 | 0.3676 | 1.195348 | 2.724568 |
| 2459816 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 18.239146 | -0.696655 | 42.351710 | 0.158921 | 46.582541 | 0.956424 | 4.923122 | 1.705398 | 0.0374 | 0.6115 | 0.3620 | 1.226511 | 3.269667 |
| 2459815 | digital_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 21.974665 | 0.379776 | 46.318158 | -0.409018 | 47.499492 | 0.392475 | 8.381601 | 2.695237 | 0.0336 | 0.6932 | 0.4024 | 1.183698 | 2.968552 |
| 2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 4.779066 | -1.279223 | 0.684230 | -0.496509 | 1.679846 | 0.609381 | 4.779066 | -0.121959 | -0.199660 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 9.270876 | 1.126027 | -1.444729 | 1.998094 | -0.268299 | 9.270876 | 1.623918 | 3.060332 | 2.069201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 1.799246 | 0.263363 | -1.285138 | 1.762478 | -1.484074 | 1.799246 | -0.917251 | 1.737066 | -1.357579 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Shape | 1.093957 | 1.093957 | -0.816294 | 1.073139 | -1.636268 | -0.030178 | 0.361054 | -0.405818 | -0.641157 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 5.553083 | 1.483579 | -1.246685 | 1.664742 | -0.972192 | 5.553083 | 0.267065 | 0.419958 | -0.686467 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Shape | 1.725357 | 1.725357 | -0.898048 | 0.950633 | -1.805686 | 1.311343 | -0.610778 | 1.232926 | -1.153622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 1.369379 | -1.568702 | -0.529260 | -1.788558 | 1.264348 | -0.086738 | 1.369379 | -2.151401 | 0.775955 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 2.237128 | -1.257405 | 1.172952 | -1.819502 | 1.504934 | -0.211786 | 2.237128 | -0.022684 | 1.188838 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Discontinuties | 1.344127 | 1.241465 | -1.247694 | 1.262884 | -1.657146 | 0.948009 | -0.122116 | 1.344127 | -1.726458 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 1.233297 | 1.003915 | -1.127210 | 0.726113 | -0.830290 | 1.233297 | 0.255763 | -0.453185 | -0.675564 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 1.184774 | 1.060921 | -1.183641 | 1.184774 | -1.023700 | 0.847141 | 0.148887 | 0.211450 | -0.208579 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | ee Power | inf | 214.125205 | 214.609090 | inf | inf | 3936.675770 | 3917.019591 | 8929.813127 | 8822.648661 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 1.928292 | 1.301112 | -1.339547 | 1.281428 | -0.646309 | 1.928292 | 0.695221 | 0.675935 | 0.208429 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 3.885439 | 1.137547 | -0.915281 | 1.291281 | -1.167461 | 3.885439 | 0.414387 | -0.522607 | -0.376622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 4.545285 | -1.118810 | 1.003618 | -0.930730 | 1.646872 | -0.199031 | 4.545285 | -0.375422 | 0.041843 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Shape | 1.265467 | -1.060895 | 1.265467 | -1.055081 | 1.204813 | 0.854858 | -0.007874 | -0.586677 | 0.536583 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 1.311321 | -1.184687 | 1.159562 | -1.095946 | 1.311321 | 0.571046 | 0.652209 | -1.688488 | 0.833960 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | ee Temporal Variability | 1.197034 | 1.188192 | -0.940651 | 1.010382 | -1.014528 | 0.188824 | 1.197034 | 0.027797 | -1.018712 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 1.172522 | 1.014450 | -0.862326 | 1.172522 | -1.107294 | 0.956634 | 0.311011 | 0.754467 | 0.287269 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 3.230687 | 0.695974 | -1.257465 | 1.462131 | -0.949644 | 3.230687 | 0.144565 | 0.604270 | 0.515260 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 6.712935 | 0.718424 | -1.186030 | 1.649119 | -0.961060 | 6.712935 | 0.422384 | 0.128707 | 0.144533 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 4.706127 | 0.912182 | -1.129078 | 1.708199 | -1.146298 | 4.706127 | 0.451315 | -0.345518 | -0.444373 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 4.966887 | -1.297724 | 0.856895 | -0.951885 | 1.923390 | -0.120463 | 4.966887 | -0.320232 | 0.057309 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 9.025734 | 0.820469 | -1.329692 | 1.899136 | -0.999865 | 9.025734 | 0.438269 | 1.646085 | 0.927670 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 7.160329 | 0.569242 | -1.238854 | 1.703187 | -0.680914 | 7.160329 | 0.639705 | 0.246924 | -0.494675 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 6.559991 | 0.987647 | -1.095699 | 1.337506 | -0.921081 | 6.559991 | -0.436699 | -0.307128 | -0.330323 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 7.036317 | 0.546937 | -1.068478 | 1.911843 | -0.686839 | 7.036317 | 0.332748 | 1.047334 | -0.002919 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 9.416997 | 0.298406 | -1.201667 | 2.554985 | -0.831017 | 9.416997 | 0.148687 | 0.481701 | -0.161561 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 7.613479 | -1.203021 | 0.932732 | -0.764909 | 1.921594 | 0.052232 | 7.613479 | -0.454835 | -0.327044 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 10.410195 | -1.328465 | 0.857611 | -1.107810 | 1.854260 | 0.457648 | 10.410195 | -0.151243 | 0.279770 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 10.898142 | -1.291972 | 1.033956 | -1.123328 | 1.751755 | 1.019431 | 10.898142 | -0.725715 | 0.201913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 15.225572 | 0.288830 | -1.090330 | 2.163195 | -1.019121 | 15.225572 | 0.395897 | 3.106709 | 1.492916 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 9.487658 | 0.398642 | -1.052226 | 2.126260 | -0.670373 | 9.487658 | -0.160903 | 0.352249 | -0.303906 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 15.496834 | 0.493232 | -1.204953 | 2.373189 | -0.751257 | 15.496834 | -1.372642 | -0.069252 | -0.371898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 3.805956 | -1.124750 | 0.989171 | -1.049871 | 1.424187 | -1.274173 | 3.805956 | -2.099002 | 1.888886 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 4.089514 | 0.845278 | -1.061991 | 1.218518 | -0.822876 | 4.089514 | 0.447580 | 0.838275 | 0.777941 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 12.244410 | -1.232604 | 0.615075 | -0.940889 | 2.169498 | -0.289172 | 12.244410 | -0.564572 | 0.133617 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 13.662737 | 0.522052 | -1.274031 | 2.389905 | -1.026729 | 13.662737 | -0.372934 | 0.928342 | 0.190549 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 11.208349 | -1.098556 | 0.577034 | -0.761051 | 1.755226 | -0.498781 | 11.208349 | 0.219015 | 1.232041 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 1.269635 | 0.816059 | -1.130933 | 1.269635 | -1.307875 | -0.822683 | -0.301232 | -0.729295 | -0.681165 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 6.167218 | -1.155500 | 0.796275 | -0.835752 | 1.240573 | -0.317036 | 6.167218 | 0.841564 | 1.310957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Temporal Variability | 6.102538 | 0.532678 | -0.922266 | 1.615342 | -0.978826 | 6.102538 | -1.117060 | 0.334452 | -0.960876 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 7.198794 | -1.084760 | 2.330496 | 7.198794 | 2.762936 | 1.374474 | 1.338530 | -0.315040 | -2.257814 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 6.293319 | 2.003079 | -1.803714 | 2.951157 | 6.293319 | 2.257804 | 2.175928 | 1.287683 | 5.489052 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 61.767862 | 19.263610 | 17.396348 | 61.767862 | 60.858208 | 19.488757 | 14.327354 | 12.595709 | 18.495783 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 11.900114 | 10.865153 | 9.445395 | 11.900114 | 11.419932 | 9.814532 | 7.945950 | 0.710251 | 2.860244 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 55.728057 | 15.480005 | 13.585669 | 55.728057 | 55.095680 | 10.792965 | 7.984945 | 6.660789 | 11.407060 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 62.546419 | 25.206673 | 22.668041 | 62.546419 | 61.294228 | 15.188584 | 11.214655 | 1.439558 | 4.043053 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 71.214547 | 14.390342 | 12.819460 | 71.214547 | 70.098639 | 30.481617 | 22.083871 | 15.615989 | 12.385956 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 58.544125 | 17.434641 | 15.513260 | 58.544125 | 58.082459 | 9.208891 | 6.837621 | 1.027677 | 3.772861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 10.673326 | 9.104121 | 7.831773 | 10.673326 | 10.238370 | 1.999154 | 1.539012 | 3.272863 | 5.608237 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | inf | 309.317833 | 309.204990 | inf | inf | 9082.375148 | 9078.857147 | 32646.850959 | 32623.829138 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 51.963693 | 16.064013 | 17.773781 | 50.589740 | 51.963693 | 29.818188 | 44.022826 | 9.271701 | 4.347353 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | RF_maintenance | nn Power | 67.408354 | 16.705059 | 18.845041 | 66.202662 | 67.408354 | 13.235053 | 20.604850 | 4.938332 | 7.976935 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 35.462949 | 23.726932 | 26.570088 | 34.530138 | 35.462949 | 18.089874 | 27.428009 | 6.998560 | 2.659738 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 45.738241 | 17.733272 | 19.811927 | 44.585620 | 45.738241 | 7.359604 | 11.184575 | 3.406107 | 1.113717 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 58.669871 | 17.607630 | 15.502857 | 58.669871 | 57.150700 | 31.450948 | 20.141560 | 1.276676 | 4.463765 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 62.740455 | 14.367358 | 12.412259 | 62.740455 | 61.696005 | 26.015506 | 18.104951 | 0.566906 | 2.827022 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 47.447535 | 21.172230 | 23.962869 | 46.517268 | 47.447535 | 10.687776 | 17.934227 | 8.852624 | 4.490151 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 47.166293 | 17.895244 | 19.248063 | 46.510286 | 47.166293 | 15.724823 | 22.929247 | 7.317139 | 4.517667 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 56.430255 | 13.348176 | 15.774404 | 55.190877 | 56.430255 | 5.722277 | 9.876462 | 4.706161 | 1.202936 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 53.390171 | 18.026174 | 15.487626 | 53.390171 | 52.022809 | 11.078601 | 6.380871 | 1.573267 | 3.524969 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 64.916240 | 16.750460 | 20.133962 | 63.025956 | 64.916240 | 15.569656 | 23.954742 | 15.964103 | 12.179502 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 26.492446 | 24.817628 | 20.692450 | 26.492446 | 25.191727 | 13.351934 | 8.151268 | 3.244056 | 7.666796 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Shape | 14.868106 | 12.288919 | 14.868106 | 7.966509 | 8.553035 | 2.944117 | 5.061831 | 3.599709 | 0.901005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 30.453343 | 12.155439 | 15.123460 | 28.797450 | 30.453343 | 12.576776 | 19.014903 | 2.904019 | 0.925755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Shape | 11.164705 | 11.164705 | 9.390223 | 8.812317 | 8.062492 | 3.215218 | 2.512683 | 0.664727 | 3.019610 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 25.506484 | 10.371434 | 12.350774 | 24.245507 | 25.506484 | 14.569804 | 21.613045 | 2.936830 | 0.693692 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Shape | 10.450366 | 8.530120 | 10.450366 | 8.738164 | 9.489984 | 2.170686 | 2.771399 | 1.678141 | 0.231860 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Shape | 11.129677 | 11.129677 | 9.267143 | 9.722874 | 9.036396 | 2.821653 | 2.199134 | 0.760941 | 3.176917 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Temporal Discontinuties | 9.188950 | 7.133877 | 7.406743 | 1.144035 | 1.261936 | 1.855500 | 3.523097 | 2.925000 | 9.188950 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 23.928424 | 13.929489 | 17.031987 | 22.838314 | 23.928424 | 6.592675 | 12.070855 | 5.656922 | 3.217993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 24.695582 | 16.717742 | 14.586180 | 24.695582 | 23.806969 | 4.249554 | 2.844513 | 0.148590 | 1.883896 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 18.843178 | 15.030595 | 14.619708 | 18.843178 | 18.251178 | 4.268928 | 3.962978 | 2.592386 | 4.644766 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 26.169757 | 14.953970 | 12.304192 | 26.169757 | 24.789659 | 10.792674 | 6.826879 | 1.925465 | 4.896368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Power | 27.269700 | 12.497565 | 15.328130 | 25.413281 | 27.269700 | 15.444994 | 19.798294 | 16.865067 | 16.448382 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Temporal Variability | 67.395180 | 9.586081 | 9.623261 | 26.236153 | 2.978870 | 21.472529 | 67.395180 | 14.625611 | 1.946302 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 22.703634 | 11.672926 | 1.414638 | 22.703634 | -0.132104 | 10.277233 | 1.269566 | 8.277679 | 0.055245 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 45.919340 | 13.582027 | 1.437009 | 45.919340 | -0.473176 | 7.049837 | 1.297637 | 5.646286 | 0.152892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 29.385857 | 1.693036 | 12.398446 | -0.946842 | 29.385857 | 0.864711 | 14.319395 | -0.631002 | 4.105120 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 27.380734 | 1.115625 | 14.402971 | -0.702825 | 27.380734 | -0.563236 | 22.114394 | 0.618428 | 1.881498 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 33.364030 | 24.030311 | -1.035895 | 33.364030 | -0.539875 | 21.448598 | 0.380253 | 5.623196 | -0.115973 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 38.997963 | 2.221477 | 15.726110 | -0.257497 | 38.997963 | 2.579899 | 10.134117 | 2.811094 | 3.091900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Shape | 15.567953 | 15.567953 | 0.846542 | 4.957166 | -0.218120 | 3.618700 | 1.052709 | 12.533094 | 1.597940 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Temporal Variability | 64.594094 | 2.248079 | 16.007778 | -1.061603 | 18.782401 | 0.184444 | 64.594094 | 0.995822 | 0.603028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Shape | 3.610704 | 3.610704 | 3.074700 | -1.083308 | -1.316501 | 1.232822 | 1.675584 | 1.199968 | 0.737452 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Temporal Discontinuties | 1.157775 | 0.219327 | 0.294263 | -0.654885 | -0.723446 | -0.851238 | -0.534830 | 0.748276 | 1.157775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 21.959191 | 1.587315 | 15.593429 | -0.878938 | 21.959191 | 0.398915 | 19.574674 | -0.074561 | 0.580705 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Temporal Discontinuties | 6.285234 | -0.925550 | 2.424388 | -0.880037 | 2.173977 | 2.207272 | 0.591320 | 6.285234 | 1.557881 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Temporal Variability | 11.768199 | 0.137042 | 6.466209 | 0.333032 | 2.635838 | 11.768199 | 7.186896 | 2.358771 | 3.609207 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Shape | 29.718369 | 29.718369 | -0.594454 | 24.653983 | 0.296471 | 13.593285 | 0.590908 | 1.313026 | 0.896144 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | nn Temporal Variability | 2.479249 | 0.120856 | -0.225008 | -0.229677 | -0.136401 | 0.739007 | 2.479249 | 1.012555 | 0.703970 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Temporal Variability | 39.730666 | 30.055037 | -0.024816 | 35.214341 | 0.987785 | 39.730666 | -0.218043 | 3.499208 | 0.861380 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 28.680898 | 1.441966 | 26.813804 | 0.250282 | 28.680898 | 15.644194 | 28.597988 | 3.182383 | 4.525425 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Temporal Variability | 36.565384 | 0.308492 | 25.486553 | 3.305048 | 30.939032 | 2.291144 | 36.565384 | -1.773532 | 9.012941 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 34.735896 | 22.139982 | 0.336987 | 34.735896 | 5.214357 | 24.525605 | 1.635140 | 0.204597 | -0.107667 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Temporal Variability | 48.821368 | -0.150438 | 24.062087 | 3.721807 | 39.048206 | 2.471402 | 48.821368 | -0.294839 | 5.377118 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73 | N05 | digital_ok | ee Power | 31.070433 | -0.406859 | 26.482550 | 1.734249 | 31.070433 | 0.535219 | 27.549250 | -0.439043 | 0.008725 |